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Derivatives - Derivatives Associated with Fixed Income Trading Activities (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Customer interest rate contracts    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional $ 2,200,080 $ 2,026,753
Assets 7,861 22,097
Liabilities 55,392 18,323
Offsetting upstream interest rate contracts    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 2,200,080 2,026,753
Assets 7,904 17,931
Liabilities 8,244 20,720
Option contracts purchased | Long    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 30,000 20,000
Assets 32 15
Liabilities 0 0
Forwards and futures purchased    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 5,425,631 6,257,140
Assets 4,915 4,354
Liabilities 14,002 5,526
Forwards and futures sold    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 5,701,595 6,292,012
Assets 15,098 5,806
Liabilities $ 4,768 $ 4,010